Efficient multiple UAV deployment for maximizing connections with non-uniformly distributed users

Imran Mohammed; Iain B. Collings; Stephen V. Hanly

doi:10.1109/ICSPCS53099.2021.9660230

Efficient multiple UAV deployment for maximizing connections with non-uniformly distributed users

Imran Mohammed, Iain B. Collings, Stephen V. Hanly

School of Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

6 Citations (Scopus)

Abstract

This paper considers the problem of determining the optimal flying locations for multiple UAV base stations to maximize the number of connected users. We consider the case of non-uniformly distributed users. We propose an adhoc approach to find optimal 3D UAV placement using a gravity inspired clustering algorithm and a two-tier connectivity model. We compare our proposed approach with existing approaches and show that our proposed approach has significantly higher expected number of connected UEs than existing approaches.

Original language	English
Title of host publication	2021, 15th International Conference on Signal Processing and Communication Systems, (ICSPCS)
Subtitle of host publication	proceedings
Editors	Tadeusz A. Wysocki, Beata J. Wysocki
Place of Publication	Piscataway, NJ
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Number of pages	6
ISBN (Electronic)	9781665436991
ISBN (Print)	9781665437004
DOIs	https://doi.org/10.1109/ICSPCS53099.2021.9660230
Publication status	Published - 2021
Event	15th International Conference on Signal Processing and Communication Systems, ICSPCS 2021 - Virtual, Online, Australia Duration: 13 Dec 2021 → 15 Dec 2021

Conference

Conference	15th International Conference on Signal Processing and Communication Systems, ICSPCS 2021
Country/Territory	Australia
City	Virtual, Online
Period	13/12/21 → 15/12/21

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10.1109/ICSPCS53099.2021.9660230

Cite this

Mohammed, I., Collings, I. B., & Hanly, S. V. (2021). Efficient multiple UAV deployment for maximizing connections with non-uniformly distributed users. In T. A. Wysocki, & B. J. Wysocki (Eds.), 2021, 15th International Conference on Signal Processing and Communication Systems, (ICSPCS): proceedings Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/ICSPCS53099.2021.9660230

Mohammed, Imran ; Collings, Iain B. ; Hanly, Stephen V. / Efficient multiple UAV deployment for maximizing connections with non-uniformly distributed users. 2021, 15th International Conference on Signal Processing and Communication Systems, (ICSPCS): proceedings. editor / Tadeusz A. Wysocki ; Beata J. Wysocki. Piscataway, NJ : Institute of Electrical and Electronics Engineers (IEEE), 2021.

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title = "Efficient multiple UAV deployment for maximizing connections with non-uniformly distributed users",

abstract = "This paper considers the problem of determining the optimal flying locations for multiple UAV base stations to maximize the number of connected users. We consider the case of non-uniformly distributed users. We propose an adhoc approach to find optimal 3D UAV placement using a gravity inspired clustering algorithm and a two-tier connectivity model. We compare our proposed approach with existing approaches and show that our proposed approach has significantly higher expected number of connected UEs than existing approaches. ",

author = "Imran Mohammed and Collings, {Iain B.} and Hanly, {Stephen V.}",

year = "2021",

doi = "10.1109/ICSPCS53099.2021.9660230",

language = "English",

isbn = "9781665437004",

editor = "Wysocki, {Tadeusz A.} and Wysocki, {Beata J.}",

booktitle = "2021, 15th International Conference on Signal Processing and Communication Systems, (ICSPCS)",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

address = "United States",

note = "15th International Conference on Signal Processing and Communication Systems, ICSPCS 2021 ; Conference date: 13-12-2021 Through 15-12-2021",

}

Mohammed, I, Collings, IB & Hanly, SV 2021, Efficient multiple UAV deployment for maximizing connections with non-uniformly distributed users. in TA Wysocki & BJ Wysocki (eds), 2021, 15th International Conference on Signal Processing and Communication Systems, (ICSPCS): proceedings. Institute of Electrical and Electronics Engineers (IEEE), Piscataway, NJ, 15th International Conference on Signal Processing and Communication Systems, ICSPCS 2021, Virtual, Online, Australia, 13/12/21. https://doi.org/10.1109/ICSPCS53099.2021.9660230

Efficient multiple UAV deployment for maximizing connections with non-uniformly distributed users. / Mohammed, Imran; Collings, Iain B.; Hanly, Stephen V.
2021, 15th International Conference on Signal Processing and Communication Systems, (ICSPCS): proceedings. ed. / Tadeusz A. Wysocki; Beata J. Wysocki. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), 2021.

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

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AU - Mohammed, Imran

AU - Collings, Iain B.

AU - Hanly, Stephen V.

PY - 2021

Y1 - 2021

N2 - This paper considers the problem of determining the optimal flying locations for multiple UAV base stations to maximize the number of connected users. We consider the case of non-uniformly distributed users. We propose an adhoc approach to find optimal 3D UAV placement using a gravity inspired clustering algorithm and a two-tier connectivity model. We compare our proposed approach with existing approaches and show that our proposed approach has significantly higher expected number of connected UEs than existing approaches.

AB - This paper considers the problem of determining the optimal flying locations for multiple UAV base stations to maximize the number of connected users. We consider the case of non-uniformly distributed users. We propose an adhoc approach to find optimal 3D UAV placement using a gravity inspired clustering algorithm and a two-tier connectivity model. We compare our proposed approach with existing approaches and show that our proposed approach has significantly higher expected number of connected UEs than existing approaches.

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DO - 10.1109/ICSPCS53099.2021.9660230

M3 - Conference proceeding contribution

AN - SCOPUS:85124621963

SN - 9781665437004

BT - 2021, 15th International Conference on Signal Processing and Communication Systems, (ICSPCS)

A2 - Wysocki, Tadeusz A.

A2 - Wysocki, Beata J.

PB - Institute of Electrical and Electronics Engineers (IEEE)

CY - Piscataway, NJ

T2 - 15th International Conference on Signal Processing and Communication Systems, ICSPCS 2021

Y2 - 13 December 2021 through 15 December 2021

ER -

Mohammed I, Collings IB , Hanly SV. Efficient multiple UAV deployment for maximizing connections with non-uniformly distributed users. In Wysocki TA, Wysocki BJ, editors, 2021, 15th International Conference on Signal Processing and Communication Systems, (ICSPCS): proceedings. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE). 2021 doi: 10.1109/ICSPCS53099.2021.9660230

Efficient multiple UAV deployment for maximizing connections with non-uniformly distributed users

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